👋 Hi, I'm Aryaman!
I am a fourth-year undergraduate student at the University of Toronto, pursuing a double major in Physics & Statistics. My current research interests lie in Machine Learning for Healthcare and Biology.
These days I split my time across multiple labs: exploring deep reinforcement learning for geological carbon storage in Dr. Andrei Swidinsky's lab, developing ML methods for cancer morphology in Dr. Gregory Schwartz's lab, and researching offline multi-objective RL for sepsis treatment in Dr. Divya Sharma's lab.
Previously, I worked in Dr. Haibo Zhang's lab, where I focused on machine learning for mechanical ventilation.
I am actively seeking PhD research positions focused on Machine Learning for Healthcare and Biology for the upcoming application cycle.
News 🗞️
- Sep 2025 Joined Dr. Swidinsky's lab (UofT).
- Aug 2025 Joined Dr. Schwartz's lab (University Health Network).
- May 2025 Joined Dr. Sharma's lab (York University).
- Mar 2025 Presented a poster on integrating ML with bioimaging-based feature ranking for predicting ventilator-induced lung injury at the ROP Poster Fair 2025 (UofT).
- Jul 2024 - Aug 2025 Joined Dr. Zhang's lab (Unity Health Toronto).